Compositional Construction of Control Barrier Functions for Interconnected Control Systems

HSCC '20: 23rd ACM International Conference on Hybrid Systems: Computation and Control Sydney New South Wales Australia April, 2020(2020)

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摘要
In this paper, we provide a compositional framework for synthesizing hybrid controllers for interconnected discrete-time control systems enforcing specifications expressed by co-Büchi automata. In particular, we first decompose the given specification to simpler reachability tasks based on automata representing the complements of original co-Büchi automata. Then, we provide a systematic approach to solve those simpler reachability tasks by computing cor-responding control barrier functions. We show that such control barrier functions can be constructed compositionally by assuming some small-gain type conditions and composing so-called local control barrier functions computed for subsystems. We provide two systematic techniques to search for local control barrier functions for subsystems based on the sum-of-squares optimization program and counter-example guided inductive synthesis approach. Finally, we illustrate the effectiveness of our results through two large-scale case studies.
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关键词
Compositionality, Interconnected Systems, Control Barrier Functions, Small-Gain Condition, Buchi Automata
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